• Title/Summary/Keyword: 이동패턴 분석

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High-Volume Data Processing using Complex Event Processing Engine in the Web of Next Generation (차세대 웹 환경에서 Complex Event Processing 엔진을 이용한 대용량데이터 처리)

  • Kang, Man-Mo;Koo, Ra-Rok;Lee, Dong-Hyung
    • Journal of KIISE:Databases
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    • v.37 no.6
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    • pp.300-307
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    • 2010
  • According to growth of web, data processing technology is developing. In the Web of next generation, high-speed or high-volume data processing technologies for various wire-wireless users, USN and RFID are developing too. In this paper, we propose a high-volume data processing technology using Complex Event Processing(CEP) engine. CEP is the technology to process complex events. CEP Engine is the following characteristics. First it collects a high-volume event(data). Secondly it analyses events. Finally it lets event connect to new actions. In other words, CEP engine collects, analyses, filters high-volume events. Also it extracts events using pattern-matching for registered events and new events. As the results extracted. We use it by an input event of other work, real-time response for demanded event and can trigger to database for only valid data.

Design of the Noise Suppressor Using Wavelet Transform (웨이블릿 변환을 이용한 잡음제거기 설계)

  • 원호진;김종학;이인성
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.7
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    • pp.37-46
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    • 2001
  • This paper proposes a new noise suppression method using the Wavelet transform analysis. The noise suppressor using the Wavelet transform shows the more effective advantages in a babble noise than one using the short-time Fourier transform. We designed a new channel structure based on spectral subtraction of Wavelet transform coefficients and used the Wavelet mask pattern with more higher time resolution in high frequency. It showed a good adaptation capability for babble noise with a non-stationary property. To evaluate the performance of proposed noise canceller, the informal subjective listening tests (Mos tests) were performed in background noise environments (car noise, street noise, babble noise) of mobile communication. The proposed noise suppression algorithm showed about MOS 0.2 performance improvements than the suppression algorithm of EVRC in informal listening tests. The noise reduction by the proposed method was shown in spectrogram of speech signal.

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A Study on Link Analysis of Telemetry Rocket-borne Antenna (텔레메트리 로켓 탑재 안테나의 회선 분석에 관한 연구)

  • 김성완;황수설;이재득
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.15 no.3
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    • pp.311-318
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    • 2004
  • It is required to design the RF link with sufficiently stable signal margin to minimize bit errors and improve the quality of received data in the telemetry system modulated digitally like PCM/FM. In case of the vehicle flying at a high speed, the variation of the gain pattern between transmitting and receiving antenna and the fee space loss due to flight distance cause the fluctuation of link. In this paper, KSR(Korea Sounding Rocket)- III, the first domestic liquid rocket which was successfully launched in Nov. 2002 is introduced. The SNR(signal-to-noise ratio) variation of the telemetry signal which was measured at S-band ground station, the one which was simulated considering the flight trajectory, and the attitude variation such as roll, pitch and yaw are compared, analyzed, and agree very well. In addition, two virtual flying situations are simulated and evaluated-only one antenna is equipped in one case, and rocket is roll-free in the other.

(Searching Effective Network Parameters to Construct Convolutional Neural Networks for Object Detection) (물체 검출 컨벌루션 신경망 설계를 위한 효과적인 네트워크 파라미터 추출)

  • Kim, Nuri;Lee, Donghoon;Oh, Songhwai
    • Journal of KIISE
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    • v.44 no.7
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    • pp.668-673
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    • 2017
  • Deep neural networks have shown remarkable performance in various fields of pattern recognition such as voice recognition, image recognition and object detection. However, underlying mechanisms of the network have not been fully revealed. In this paper, we focused on empirical analysis of the network parameters. The Faster R-CNN(region-based convolutional neural network) was used as a baseline network of our work and three important parameters were analyzed: the dropout ratio which prevents the overfitting of the neural network, the size of the anchor boxes and the activation function. We also compared the performance of dropout and batch normalization. The network performed favorably when the dropout ratio was 0.3 and the size of the anchor box had not shown notable relation to the performance of the network. The result showed that batch normalization can't entirely substitute the dropout method. The used leaky ReLU(rectified linear unit) with a negative domain slope of 0.02 showed comparably good performance.

$SiO_2/Si_3N_4/SiO_2$ 터널장벽을 갖는 WSi2 나노입자 메모리소자의 전하누설 근원분석

  • Lee, Dong-Uk;Lee, Hyo-Jun;Han, Dong-Seok;Kim, Eun-Gyu;Yu, Hui-Uk;Jo, Won-Ju
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.08a
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    • pp.193-193
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    • 2010
  • 서로 다른 유전 물질을 이용하여 다층구조의 터널장벽을 이용하여 비휘발성 메모리 소자의 동작 특성 및 전하보존 특성을 향상시킬 수 있음이 보고되었다.[1-3] 본 연구에서는 $SiO_2/Si_3N_4/SiO_2$구조의 다층 구조의 터널 장벽을 이용하여 $WSi_2$ 나노 입자 비휘발성 메모리 소자를 제작하였다. P-형 Si 기판에 100 nm 두께의 Poly-Si 박막을 증착시켜 소스, 드레인 및 게이트 영역을 포토 리소그래피를 이용하여 형성하였다. $SiO_2/Si_3N_4/SiO_2$(ONO) 터널장벽은 CVD (chemical vapor deposition) 장치로 각각 2 nm, 2 nm 와 3 nm 두께로 형성하였으며, 그 위에 $WSi_2$ 박막을 3~4 nm 마그내트론 스퍼터링 방법으로 증착하였다. ONO 터널 장벽구조 위에 $WSi_2$나노입자를 형성시키기 위해, $N_2$분위기에서 급속열처리 방법을 이용하여 $900^{\circ}C$에서 1분간 열처리를 하였다. 마지막으로 20 nm 두께의 컨트롤 절연막을 초고진공 스퍼터를 이용하여 증착하고, Al 박막을 200 nm 두께로 증착하였다. 여기서. 제작된 메모리 소자의 게이트 길이와 선폭은 모두 $10\;{\mu}m$ 이다. 비휘발성 메모리 소자의 전기적 특성은 HP 4156A 반도체 파라미터 장비, Agilent 81104 A 80MHz 펄스/패턴 발생기를 이용하였다. 또한 전하 저장 터널링 메커니즘과, 전하누설의 원인을 분석하고 소자의 열적 안정성을 확인하기 위하여 $25^{\circ}C$ 에서 $125^{\circ}C$ 로 온도를 변화시켜 외부로 방출되는 전하의 활성화 에너지를 확인하여 누설근원을 확인하였다.

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Design of ESPAR Antenna using Patch Antenna and Performance Analysis of MIMO Communications (패치안테나를 이용한 ESPAR 안테나 설계와 MIMO 통신 성능 분석)

  • Keum, Hong-Sik;An, Changyoung;Ryu, Heung-Gyoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.10
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    • pp.579-584
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    • 2014
  • In this paper, we propose beamsapce MIMO(mulitple input multiple output) system using patch ESPAR(Electronically Steerable Parasitic Array Radiator) antenna. When using conventional monopole ESPAR antenna, we have advantages cost of hardware and power consumption of RF cirsuit because of single RF chian. But it is difficult to apply to small portable mobile device. Therefore we design patch ESPAR antenna in order to reducing volume and analyze performance of BS MIMO system that is able to MIMO communication with single RF chain. In This paper, we confirm beam pattern of designed patch ESPAR antenna is steered as ${\pm}15^{\circ}$ elevation angle. Furthermore, we design BS MIMO system using this ESPAR antenna and confirm BER performance of this system.

Feature Extraction of Welds from Industrial Computed Radiography Using Image Analysis and Local Statistic Line-Clustering (산업용 CR 영상분석과 국부확률 선군집화에 의한 용접특징추출)

  • Hwang, Jung-Won;Hwang, Jae-Ho
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.45 no.5
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    • pp.103-110
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    • 2008
  • A reliable extraction of welded area is the precedent task before the detection of weld defects in industrial radiography. This paper describes an attempt to detect and extract the welded features of steel tubes from the computed radiography(CR) images. The statistical properties are first analyzed on over 160 sample radiographic images which represent either weld or non-weld area to identify the differences between them. The analysis is then proceeded by pattern classification to determine the clustering parameters. These parameters are the width, the functional match, and continuity. The observed weld image is processed line by line to calculate these parameters for each flexible moving window in line image pixel set. The local statistic line-clustering method is used as the classifier to recognize each window data as weld or non-weld cluster. The sequential procedure is to track the edge lines between two distinct regions by iterative calculation of threshold, and it results in extracting the weld feature. Our methodology is concluded to be effective after experiment with CR weld images.

Analysis on the Variability of Korean Summer Rainfall Associated with the Tropical Low-frequency Oscillation (적도 저주파 진동과 관련된 한반도 여름철 강수의 변동성 연구)

  • Moon, Ja-Yeon;Choi, Youngeun;Park, Changyong
    • Journal of the Korean Geographical Society
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    • v.48 no.2
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    • pp.184-203
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    • 2013
  • This study analyzes the variability of Korean summer rainfall associated with the tropical low-frequency oscillation using long-term observation data. From the EOF analysis, the first mode showed opposite phase between the South and the North Korea with the regime shift in rainfall variability since the mid-1990s. The summer precipitation over South Korea tends to increase in southern part during strong El Ni$\tilde{n}$o where the warm sea surface temperature extends to far eastern tropical Pacific. In weak La Ni$\tilde{n}$a, the increased precipitation directly influences from the western tropical Pacific to the mid-latitude. In June, the rainfall over South Korea is positively correlated with the Indian Summer Monsoon while in July, it is negatively correlated with the Western North Pacific Summer Monsoon. In August, highly negative correlation between the rainfall over South Korea and the Indian Summer Monsoon is found.

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A Study on the LCC Type High Frequency DC/DC Converter for Contactless Power Supply System (비접촉 전원장치에 적용한 LCC형 고주파 공진 DC/DC 컨버터에 관한 연구)

  • Kim, Dong-Hee;Hwang, Gye-Ho
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.21 no.6
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    • pp.55-64
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    • 2007
  • This paper represents characteristics and design example of series loaded LCC type high frequency resonant DC-DC converter with variable parallel capacitor in the secondary side of inductive power transformer. In this converter, ZVS(zero voltage switching) technique is applied to reduce turn-off switching losses, and the applied converter used the PFM switching pattern to control output voltage. The operating characteristics of the proposed converter is analyzed using nomalized parameter such as switching frequency and load factor with varing the secondary parallel resonant capacitor. The results of analysis show the operating characteristics and design method of the proposed converter using characteristic values. And the proposed converter can be applied for the contactless power supply with linear transfer system such as dean room facilities of semiconductor and Flat Panel Display.

A Channel Assignment Scheme Using Power Allocation Concept for CDMA Cellular System (CDMA 셀룰러 시스템에서 전력할당개념을 이용한 채널할당기법)

  • Lee, Dong-Myung;Jun, Moon-Seog
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.3
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    • pp.692-698
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    • 1999
  • In this paper, we proposed the channel assignment scheme for the CDMA(Code Division Multiple Access) cellular system using power allocation concept. Also, the performance of the proposed scheme was analyzed and it was compared with the channel assignment scheme using the fixed power allocation method in the CDMA cellular system. The proposed scheme allocates the power adaptively in according to the traffic loads and the traffic distribution pattern of neighbor cells in the forward link. We found that total call blocking probability (Pr) is more dependent on blocking probability($P_B$) than outage probability (Po) under physical number of channels ($C_{th}$)=30. Pr(Call Blocking Probability) is dependent on $P_B$(Blocking Probability) and Po(Outage Probability) at the same ratio under $C_{th}$=32, in which case P$P_{TA}$(blocking probability for the adaptive power allocation) is greater than $P_{TF}$(blocking probability for the fixed power allocation) about 6%.

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